Basic Statistics

Raw Counts

Name Value
Rows 1,995
Columns 511
Discrete columns 482
Continuous columns 24
All missing columns 5
Missing observations 143,632
Complete Rows 0
Total observations 1,019,445
Memory allocation 5.4 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 15 columns ignored with more than 50 categories.
## sbj_num: 1995 categories
## a1x2_coded_1: 80 categories
## desbalance: 137 categories
## classpost_culorg_alt1: 197 categories
## classpost_culorg_alt2: 197 categories
## classpost_culorg_alt3: 198 categories
## classpost_culorg_alt4: 198 categories
## classpost_culorg_alt5: 198 categories
## classpost_culorg_alt6: 197 categories
## classpost_naq_def_1: 1177 categories
## classpost_naq_def_2: 1173 categories
## classpost_naq_def_3: 1112 categories
## classpost_naq_def_4: 1174 categories
## classpost_naq_def_5: 1162 categories
## classpost_naq_def_6: 1093 categories

QQ Plot

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.